Automation tools encompass a range of utilities that help automate tasks and processes. API (Application Programming Interface), CLI (Command Line Interface), scripts, shells, and templates are broad categories of automation tools used in various domains. They provide interfaces and frameworks that help in automating tasks, scripting operations, and managing configurations, making them essential components in automation.